1 code implementation • 3 Mar 2023 • Philipp Scharpf, Moritz Schubotz, Howard S. Cohl, Corinna Breitinger, Bela Gipp
Our long-term goal is to generalize citation-based IR methods and apply this generalized method to both classical references and mathematical concepts.
1 code implementation • 15 Nov 2022 • Philipp Scharpf, Moritz Schubotz, Andreas Spitz, Andre Greiner-Petter, Bela Gipp
To address this need, we propose a multilingual Wikimedia framework that allows for collaborative worldwide teacher knowledge engineering and subsequent AI-aided question generation, test, and correction.
1 code implementation • 12 Nov 2022 • Philipp Scharpf, Moritz Schubotz, Bela Gipp
In this paper, we aim to bridge the gap by presenting data mining methods and benchmark results to employ Mathematical Entity Linking (MathEL) and Unsupervised Formula Labeling (UFL) for semantic formula search and mathematical question answering (MathQA) on the arXiv preprint repository, Wikipedia, and Wikidata, which is part of the Wikimedia ecosystem of free knowledge.
1 code implementation • 2 Sep 2021 • Philipp Scharpf, Moritz Schubotz, Bela Gipp
The results indicate that mathematical entities have the potential to provide high explainability as they are a crucial part of a STEM document.
1 code implementation • 25 May 2020 • Moritz Schubotz, Philipp Scharpf, Olaf Teschke, Andreas Kuehnemund, Corinna Breitinger, Bela Gipp
Moreover, we find that the method's confidence score allows for reducing the effort by 86% compared to the manual coarse-grained classification effort while maintaining a precision of 81% for automatically classified articles.
no code implementations • 22 May 2020 • Philipp Scharpf, Moritz Schubotz, Abdou Youssef, Felix Hamborg, Norman Meuschke, Bela Gipp
In this paper, we show how selecting and combining encodings of natural and mathematical language affect classification and clustering of documents with mathematical content.
1 code implementation • 28 Jun 2019 • Moritz Schubotz, Philipp Scharpf, Kaushal Dudhat, Yash Nagar, Felix Hamborg, Bela Gipp
This formulae originate from the knowledge-base Wikidata.